Research ArticleOpen accessIn the keywordsExploring the Relationship Between Skin Barrier Function, Sensitivity, and Repair MechanismsXiaoqing Yan, Yusong Shi, Jiguang YangFor healthy skin, the skin's barrier function must remain maintained. Many different molecular while immunological signaling mechanisms are involved in skin barrier control. The control of a healthy skin barrier, particularly acid mantle maintenance and proper amounts of ceramides, may help dermatologists develop remedies for skin barrier disruption disorders. In contrast, new medicines could focus on signaling pathways to offer … …American Journal of Biochemistry and Biotechnology, Vol. 21, Issue 4 · 15 Feb 2026 · 1,893 accessesView PDFCite
Research ArticleOpen accessIn the abstractData Analytics for Imbalanced DatasetMadhura Prabha R, Sasikala SThe primary issue in real-time big data classification is imbalanced datasets. Even though we have many balancing techniques to reduce imbalance ratio which is not suitable for big data that has scalability issues. This study is envisioned to explore different balancing techniques with experimental study. We tried comparing the effectiveness of various balancing strategies, including cutting-edge approaches for severely unbalanced … …Journal of Computer Science, Vol. 20, Issue 2 · 11 Jan 2024 · 5,473 accessesView PDFCite
Research ArticleOpen accessIn the abstractCombining SMOTE and OVA with Deep Learning and Ensemble Classifiers for Multiclass ImbalancedRattanawadee PanthongThe classification of real-world problems alwaysconsists of imbalanced and multiclass datasets. A dataset having unbalanced andmultiple classes will have an impact on the pattern of the classification modeland the classification accuracy, which will be decreased. Hence,oversampling method keeps the class of dataset balanced and avoids theoverfitting problem. The purposes of the study were to handle multiclassimbalanced datasets and to improve … …Journal of Computer Science, Vol. 18, Issue 8 · 23 Aug 2022 · 6,096 accessesView PDFCite
Case ReportOpen accessIn the abstractLeprosy in a Patient Coinfected with HIV and SyphilisCarla Andréa Avelar Pires, Julius Caesar Mendes Soares, Maria Amélia Lopes dos Santos et al.Case report of a male patient, fifty years old, born in the Amazon region of Belém, Pará, northern Brazil. He was attended at a University service of reference in Dermatology on 09/14/2018, referring to "ball injuries" about a year ago with a sudden and progressive appearance in the abdomen with dissemination to the whole body. Three months ago he was … …American Journal of Infectious Diseases, Vol. 15, Issue 2 · 29 Jul 2019 · 7,288 accessesView PDFCite
Research ArticleOpen accessIn the abstractEndoscopic Changes of Nasal Mucosa in Patients with LeprosyCarla Andrea Avelar Pires, Eline Pinheiro Weba Costa, Marcus Vinicius Duarte Costa et al.Leprosy is a chronic granulomatous disease, affecting the skin and Schwann cells of peripheral nerves. In most leprosy cases, the nasal mucosa is affected. We aimed to describe the clinical changes in nasal mucosa using nasal endoscopy, in patients with leprosy attending a dermatology service in an endemic region and compare this changes with those founds in non-leprosy patients nasal … …American Journal of Infectious Diseases, Vol. 15, Issue 2 · 3 May 2019 · 7,270 accessesView PDFCite